Information on RAG Documents or Processing

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Information on RAG Documents or Processing

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Why this server?
This server provides a minimal template for creating AI assistant tools using the ModelContextProtocol, featuring a simple 'hello world' tool example and development setups for building custom MCP tools.
MCP Starter Server
MatthewDailey
A
security
A
license
A
quality
This server provides a minimal template for creating AI assistant tools using the ModelContextProtocol, featuring a simple 'hello world' tool example and development setups for building custom MCP tools.
1
12
8
TypeScript
The Unlicense
Why this server?
A tool for Model Context Protocol (MCP) that allows you to analyze web content and add it to your knowledge base, storing content as Markdown files for easy viewing with tools like Obsidian.
Memex
narphorium
-
security
A
license
-
quality
A tool for Model Context Protocol (MCP) that allows you to analyze web content and add it to your knowledge base, storing content as Markdown files for easy viewing with tools like Obsidian.
6
Python
MIT License
Why this server?
A Model Context Protocol server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
MCP-Ragdocs
qpd-v
-
security
A
license
-
quality
A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
14
74
JavaScript
Apache 2.0
Why this server?
A Model Context Protocol server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
mcp-ragdocs
hannesrudolph
Verified
A
security
A
license
A
quality
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
7
62
81
TypeScript
MIT License
Why this server?
Access any documentation indexed by RagRabbit Open Source AI site search
@ragrabbit/mcp
madarco
Verified
-
security
A
license
-
quality
Access any documentation indexed by RagRabbit Open Source AI site search
3
33
TypeScript
MIT License
Why this server?
Enable app store analytics and competitor analysis through AppTweak API, with tools for keyword research, download estimates, and user review insights.
AppTweak MCP Server
robertredbox
-
security
F
license
-
quality
Enables app store analytics and competitor analysis through AppTweak API, with tools for keyword research, download estimates, and user review insights.
4
JavaScript
Why this server?
Uses yt-dlp to download subtitles from YouTube and connects it to claude.ai via Model Context Protocol.
YouTube MCP Server
anaisbetts
Verified
-
security
A
license
-
quality
Uses yt-dlp to download subtitles from YouTube and connects it to claude.ai via Model Context Protocol.
1
868
201
JavaScript
MIT License
Why this server?
Provides tools to interact with the Farcaster network, allowing AI models to fetch casts, search channels, and analyze content.
Farcaster MCP Server
manimohans
A
security
A
license
A
quality
Provides tools to interact with the Farcaster network, allowing AI models to fetch casts, search channels, and analyze content.
3
1
JavaScript
MIT License
Why this server?
Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.
MCP Google Server
adenot
A
security
A
license
A
quality
Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.
2
94
6
JavaScript
MIT License
Why this server?
Converts various file formats to Markdown using the MarkItDown utility and can be integrated with MCP clients for seamless document processing and conversion.
MarkItDown MCP Server
KorigamiK
Verified
A
security
A
license
A
quality
Converts various file formats to Markdown using the MarkItDown utility and can be integrated with MCP clients for seamless document processing and conversion.
11
Python
MIT License